For anyone who, like me, merely hopes to survive March Madness with minimal embarrassment, the introduction of wisdom-of-the-crowd statistics to online bracket contests has been pure salvation. Even though I didn’t follow college basketball this winter, I can fake a little competence by basing my picks on what a majority of all entrants think will happen. By copying the “national bracket,” as ESPN calls it, I’ll lose my $5 with dignity. That’s the magic of crowdsourced bracketology: So long as your office pool is big enough to resemble a cross section of America, you’re unlikely to finish in last place.

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Of course, you’re also very unlikely to win if you copy everybody else’s picks. Even if you get the last few games right for the big points, a lot of other people will, too. At least one of them will probably be luckier than you. Still, collective wisdom can be eerily powerful in the right circumstances. The national bracket typically performs well, as various commentators have noted, though it will probably win the money in only a very small pool populated by inexpert players. So is there a way to use these collective picks to your advantage while still having a prayer of taking home the pot?

As it turns out, the wisdom-of-crowds information is extremely useful. The statisticians and expert bracketologists I talked to all urged one central point: Don’t think about guessing the most games correctly. Instead, think about finding “bargains” in the bracket where collective wisdom runs askance of more objective measurements. Exploiting games where your fellow bracketologists are likely to guess wrong, even if the odds of that happening are still against you, will give you the best shot at jetting ahead of the pack. An NCAA bracket, then, is more like a long-shot stock than a game: The odds of winning may be low but the big pot makes the gamble worth it—if you know how to maximize your investment.

The “contrarian” strategy I’m suggesting here isn’t new; correctly choosing upsets has always given pool jockeys a major boost. What’s changed in the past few years is our ability to value the risk and rewards of a given bet and to decide whether it’s worth it. This bracket-picking strategy isn’t so different from the way Wall Street became obsessed with modeling risk, as Wired has chronicled. The key is having access to two data sets: the wisdom-of-the-crowds data from the national bracket and a table of more objective stats. By comparing the two, you’ll be able to assess whether you’re getting bang for your buck when you throw your lot in with an underdog team.

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Before you start filling out your bracket, then, you need to choose some measure of team strength that’s free of biases and groupthink. Here, the bountiful internet does not disappoint. Dabblers can choose from many different statistical measures—adjusted scoring margin, the Ken Pomeroy ratings, Jeff Sagarin’s computer ratings—that rank teams based on factors like strength of schedule and margin of victory. Other services, like Team Rankings, charge a fee for rigorous analysis, factoring in the results of real games between similar pairs of teams, the distance from each team’s home campus, and so forth.

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Second, you have to steel yourself for the possibility that your pursuit of first place will leave you in last place. While it may get you ridiculed by your friends, it’s important to remember that (at least monetarily) the consequences of coming in dead last are no more severe than coming in a few spots shy of the gold. Act as if you’re a hedge fund manager in the good old days: Risk is your friend, and the consequences of making a bad bet are small. And unlike with a multibillion-dollar hedge fund, you’re not playing against opponents with equal fidelity to statistics and information. Your office pool is full of people making decisions based on snippets of games they happened to catch and whatever allegiances or vendettas they’re bringing to the table. This is your chance to take advantage.

Again, your overall strategy should be to look for situations where the national bracket values a team much higher than the objective statistics. (I should stipulate that all of this advice assumes standard NCAA pool rules, where the points for a correct guess double each round, from 1 point in what the NCAA calls the “second round” to 32 for the final game.) For example, as of 2:20 p.m. Eastern on Monday only 6.9 percent of all the participants in ESPN’s Tournament Challenge have picked Gonzaga to win the tournament—the right-most column on this table. Pomeroy’s log5 analysis of the tournament, by contrast, gives the Bulldogs a 20.5 percent chance of winning it all, the best odds of any team in the field. This makes Gonzaga a decent bargain—while cold-blooded, numerical analysis gives the Bulldogs a roughly 1-in-5 shot at the title, only 1 in 15 people have picked them to win. As such, Gonzaga is the most undervalued asset in the 2017 NCAA Tournament.

On the other hand, Villanova and Duke—the first and third picks on ESPN.com—are not a bargain at all. In fact, the Wildcats and the Blue Devils are both overvalued by the crowd. While 16.2 percent of ESPN users like Villanova, Pomeroy’s log5 analysis gives them a 10 percent shot; Duke is the pick of 12.2 percent of ESPN’s bracketologists and has just a 3.2 percent chance of winning it all by Pomeroy’s metrics.

Although fans who’ve watched Villanova and Duke this year might believe that both of those teams are better than Gonzaga, the former two are worse bets. Which would you prefer, the team that a bunch of other people in your pool will also pick (Villanova and Duke) or one that very few will favor (Gonzaga)? I would take Gonzaga—at least, if I wanted a chance to win the prize money instead of just placing respectably. (This assumes your pool resembles the country at large, of course; a pool among Gonzaga undergraduates probably would not offer the same generous odds.)

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Biostatistician Bradley Carlin, who co-authored a 2005 paper on contrarian strategies in NCAA brackets, suggests a “champion-only” technique. While most people spend a lot of time puzzling over potential first-round upsets, the mathematical reality is that it’s difficult to win a pool without securing those boffo championship game points. The payoff for risk-taking also increases in later rounds. Consider the first-round game between No. 5 seed Notre Dame and No. 12 seed Princeton. Just 17.1 percent of ESPN players predict that the Princeton will pull off the big upset while Pomeroy gives the school a 31.3 percent chance of knocking off Notre Dame. On paper, that differential looks like a good bargain. But consider that this upset will reward the lucky Princeton backer with a mere one extra point in a standard office pool. If Notre Dame wins, Princeton supporters are suddenly missing an important player in the bracket.

Whom should you pick as your champion? You want to look for teams with a respectable chance of winning that don’t come in with high expectations. As the size of the pool balloons, so must your audacity. You may skate to victory with traditional choices in a group of 12 people, but in a pool of 100, you’ll have to get fancy and prepare to lose miserably if the cards don’t fall your way. (A miserable loss is a good way to describe our pick of the Texas Longhorns in 2011—and our suggestion to avoid Connecticut. In 2015, we also advised you to avoid Duke. Don’t say we didn’t warn you.)

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The best way to win an NCAA pool is to convince your competitors to all pick the same trendy, overrated team that you don't think will win. I see what you did here. More...

Other than Gonzaga, there’s one more decent bargain in this year’s field. If you don’t like the Bulldogs, go with Louisville: Though the No. 2 seed Cardinals have been picked to win the title by just 2.5 percent of ESPN.com competitors, Louisville has a 5.1 percent title chance according to Ken Pomeroy. West Virginia is also slightly underrated by the crowd, with ESPN.com users giving the Mountaineers a 0.9 percent shot to win while Pomeroy has them at 4.2 percent. Another long shot that could come in (but probably will not): Wichita State (0.3 percent on ESPN.com; 3.3 percent from Pomeroy). Who are the worst bets in the field? Other than Villanova and Duke, you’ll get crummy value by backing a pair of blue bloods: Kansas (11.9 percent on ESPN.com; 5.2 percent from Pomeroy) and UCLA (8.8 percent on ESPN.com; 1.8 percent from Pomeroy).

Of course, the trouble with picking an off-the-radar champ is that the benefits of such a strategy materialize only in the long term. Another author of that 2005 paper on bracket strategies, Jarad Niemi, told me that he has won back his investment in entry fees three to four times over the years, but a great deal of that came from a good year in 2008. (Considering how good they are at calculating risk, it’s no surprise that guys like Niemi and Carlin excel in pools that award bonus points for upsets. Carlin said he won one such pool three out of five years.) A strategy that wins you a lot of money a small amount of the time may work well in sports with long seasons, but it can be tough to keep the faith when you finish in the cellar for six straight Marches. But look at it this way: Did you ever win with your old strategy?